Skip to main content

Empirical Rule in AP Statistics

The Empirical Rule, also known as the 68-95-99.7 rule, states that for a normal distribution, approximately 68% of the data falls within one standard deviation from the mean, about 95% falls within two standard deviations, and around 99.7% falls within three standard deviations.

Verified for the 2027 AP Statistics examLast updated August 2026

What is the Empirical Rule?

The Empirical Rule, also known as the 68-95-99.7 rule, states that for a normal distribution, approximately 68% of the data falls within one standard deviation from the mean, about 95% falls within two standard deviations, and around 99.7% falls within three standard deviations.

In AP Statistics, this term belongs to 2.11 The Normal Distribution. Use the notation and conditions attached to the procedure or model, then interpret the result in context.

Why the Empirical Rule matters in AP® Statistics

Empirical Rule supports Unit 2: Probability, Random Variables, and Probability Distributions. The relevant CED learning objectives cover calculate the associated intervals and areas of a normal distribution; compare measures of relative position for distributions.

How the Empirical Rule connects across the course

2.11 The Normal Distribution

Empirical Rule is used in this topic. Connect the definition to the topic's calculations and interpretations in context.

Bayes' theorem (Unit 2)

Bayes' theorem connects to Empirical Rule through the course's focus on variation, calculation, and conclusions in context.

Law of Large Numbers (Unit 2)

Law of Large Numbers connects to Empirical Rule through the course's focus on variation, calculation, and conclusions in context.

Is the Empirical Rule on the AP® Statistics exam?

An AP question can ask you to calculate a probability or interpret a probability distribution in context. Name the concept precisely, show the relevant calculation when needed, and state the conclusion in the problem's context.

Key things to remember about the Empirical Rule

  • The Empirical Rule, also known as the 68-95-99.7 rule, states that for a normal distribution, approximately 68% of the data falls within one standard deviation from the mean, about 95% falls within two standard deviations, and around 99.7% falls within three standard deviations.

  • Empirical Rule is mapped to 2.11 The Normal Distribution in the current AP Statistics course.

  • On an AP question, use Empirical Rule as part of a complete calculation or interpretation, not as an isolated label.

Frequently asked questions about the Empirical Rule

What is Empirical Rule in AP Statistics?

The Empirical Rule, also known as the 68-95-99.7 rule, states that for a normal distribution, approximately 68% of the data falls within one standard deviation from the mean, about 95% falls within two standard deviations, and around 99.7% falls within three standard deviations.

Which AP Stats unit covers Empirical Rule?

Empirical Rule appears in Unit 2: Probability, Random Variables, and Probability Distributions, especially 2.11 The Normal Distribution.

How does Empirical Rule appear on the AP exam?

An AP question can ask you to calculate a probability or interpret a probability distribution in context. Name the concept precisely, show the relevant calculation when needed, and state the conclusion in the problem's context.

Is Empirical Rule only a vocabulary term?

No. Be ready to use it in a calculation, identify it in a setup, or interpret what it means in context.